In order to build task-specific models, data selection algorithms play an important role as they retrieve sentences from the training data. Data selection methods can be classified [1]} according to the criteria considered to select sentences (e.g. select sentences of a particular domain, good quality sentences, etc.). In this work, we use the transductive [2]} data selection methods which use the document to be translated to select sentences that are the most relevant for translating such text.
